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Emotion prediction errors guide socially adaptive behaviour

Joseph Heffner, Jae-Young Son and Oriel FeldmanHall ()
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Joseph Heffner: Brown University
Jae-Young Son: Brown University
Oriel FeldmanHall: Brown University

Nature Human Behaviour, 2021, vol. 5, issue 10, 1391-1401

Abstract: Abstract People make decisions based on deviations from expected outcomes, known as prediction errors. Past work has focused on reward prediction errors, largely ignoring violations of expected emotional experiences—emotion prediction errors. We leverage a method to measure real-time fluctuations in emotion as people decide to punish or forgive others. Across four studies (N = 1,016), we reveal that emotion and reward prediction errors have distinguishable contributions to choice, such that emotion prediction errors exert the strongest impact during decision-making. We additionally find that a choice to punish or forgive can be decoded in less than a second from an evolving emotional response, suggesting that emotions swiftly influence choice. Finally, individuals reporting significant levels of depression exhibit selective impairments in using emotion—but not reward—prediction errors. Evidence for emotion prediction errors potently guiding social behaviours challenge standard decision-making models that have focused solely on reward.

Date: 2021
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DOI: 10.1038/s41562-021-01213-6

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